conftrace_

reward model

276 papers

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Also known as

RM

Co-occurring keywords

large language model (13587) reinforcement learning (4352) reinforcement learning from human feedback (278) language model (4599) preference learning (418) language model alignment (142) reward modeling (164) direct preference optimization (332) human feedback (161) human preference (124)

Papers

RLKD: Distilling LLMs’ Reasoning via Reinforcement Learning AAAI 2026

Reward Model Evaluation via Automatically-Ranked Policy Alignment AAAI 2026

VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation AAAI 2026

Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models AAAI 2026

Align to Structure: Aligning Large Language Models with Structural Information AAAI 2026

UNO! UNified Offline Training Paradigm for Learning Path Recommendation AAAI 2026

PIRA: Preference-Oriented Instruction-Tuned Reward Models with Dual Aggregation EACL 2026

EvalMuse-40K: A Fine-Grained Benchmark with Comprehensive Human Annotations for Text-to-Image Generation Model Alignment Evaluation AAAI 2026

RESTL: Reinforcement Learning Guided by Multi-Aspect Rewards for Signal Temporal Logic Transformation AAAI 2026

SERL: Self-Examining Reinforcement Learning on Open-Domain AAAI 2026

Interpretable Reward Model via Sparse Autoencoder AAAI 2026

ResMAS: Resilience Optimization in LLM-based Multi-agent Systems AAAI 2026

Cost-Minimized Label-Flipping Poisoning Attack to LLM Alignment AAAI 2026

ReAlign: Text-to-Motion Generation via Step-Aware Reward-Guided Alignment AAAI 2026

LitBench: A Benchmark and Dataset for Reliable Evaluation of Creative Writing EACL 2026

CrowdSelect: SyntheticInstruction Data Selection with Multi-LLM Wisdom EACL 2026

HARM: Learning Hate-Aware Reward Model for Evaluating Natural Language Explanations of Offensive Content EACL 2026

COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values EACL 2026

LLM-Aligned Geographic Item Tokenization for Local-Life Recommendation AAAI 2026

Preference Is More than Comparisons: Rethinking Dueling Bandits with Augmented Human Feedback AAAI 2026

Bootstrapping LLMs via Preference-Based Policy Optimization AAAI 2026

SparseRM: A Lightweight Preference Modeling with Sparse Autoencoder AAAI 2026

Benchmarking and Enhancing Rule Knowledge-Driven Reasoning of Large Language Models AAAI 2026

AI-Salesman: Towards Reliable Large Language Model Driven Telemarketing AAAI 2026

GRAM-R²: Self-Training Generative Foundation Reward Models for Reward Reasoning AAAI 2026